Pith Number

pith:3VG2ECZP

pith:2025:3VG2ECZPJXLSMG43Q6NGIXSX75

not attested not anchored not stored refs pending

A Tutorial on Cognitive Biases in Agentic AI-Driven 6G Autonomous Networks

Christos Verikoukis, Farhad Rezazadeh, Hatim Chergui, Merouane Debbah

arxiv:2510.19973 v4 · 2025-10-22 · cs.NI · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3VG2ECZPJXLSMG43Q6NGIXSX75}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

LLM-Based Agentic Negotiation for 6G: Addressing Uncertainty Neglect and Tail-Event Risk

Beyond State Machines: Executing Network Procedures with Agentic Tool-Calling Sequences

Receipt and verification

First computed	2026-05-17T23:39:17.254608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd4da20b2f4dd7261b9b879a645e57ff6ca3a873a0c73a4d9561d9837eb22773

Aliases

arxiv: 2510.19973 · arxiv_version: 2510.19973v4 · doi: 10.48550/arxiv.2510.19973 · pith_short_12: 3VG2ECZPJXLS · pith_short_16: 3VG2ECZPJXLSMG43 · pith_short_8: 3VG2ECZP

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/3VG2ECZPJXLSMG43Q6NGIXSX75 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: dd4da20b2f4dd7261b9b879a645e57ff6ca3a873a0c73a4d9561d9837eb22773

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb8b0d99cd5b03406276da49167111751b1cfb289cef9ef2184bc77b0b180443",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-10-22T19:05:04Z",
    "title_canon_sha256": "e13bada288db376a51cd71b2b085350b5c36af2e3aa176b5e7fafbb6d752c457"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.19973",
    "kind": "arxiv",
    "version": 4
  }
}